IImprovinginimproving.hashnode.dev·May 28 · 15 min readAgent Memory Systems: Building Long-Term Context for AIAI is almost everywhere now from agentic coding, autonomous workflows to day-to-day engineering tasks that you want to delegate to an agent. In many cases, an agent looks impressive in a single turn: 00
IImprovinginimproving.hashnode.dev·May 15 · 7 min readEmbedding AI Into Daily Development: What Software Engineers Actually LearnThe industry is currently obsessed with "Vibe Coding," but that framing misses the point for working engineers. As architects, we need to look past the trend and towards the outcome. We have spent dec00
IImprovinginimproving.hashnode.dev·May 11 · 12 min readOWASP Top 10 for LLMs: A Practitioner’s Implementation GuideLarge Language Models (LLMs) are becoming a core part of modern applications, from copilots and chatbots to AI agents connected to tools and internal systems. As adoption grows, so do the security ris00
IImprovinginimproving.hashnode.dev·May 11 · 12 min readEveryone Talks About Golden Paths. Nobody Talks About Building Them.Everyone’s talking about Platform Engineering lately. Walk into any major technical conference like KubeCon, and you’re bombarded with talks on "Golden Paths" and "IDPs." And it’s great that the indus00
IImprovinginimproving.hashnode.dev·Mar 18 · 10 min readCost Optimization in Amazon ECS: Leveraging Spot Instances the Right WayCost efficiency is often as critical as performance and scalability. For modern containerized applications, the need to manage infrastructure costs becomes important, as microservices often translate 00